CounterQuant header
CounterQuant logo

CounterQuant

CS2 match analytics & AI predictions
UK based platform YouTube X / Twitter

Counter-Strike 2 Intelligence

Real-time CS2 match data, event highlights and AI predictions.

UK-based analytics built for serious CS2 teams, content creators and quant traders. Live scores, historic match features, and data-driven insight from an independent Counter-Strike research platform.

Get API Key Browse Highlights

Live feed

Updates every 30 seconds

Match scores, map state and predictions refresh instantly.

Trusted data

HLTV, Liquipedia, GRID

Sourced, normalised, and exposed via API.

Dust2.us Eagle Masters Series 5ยท T3 ONLINE BO3
FINAL 03 Dec 2025 21:50 UTC
Aether
Aether
Elo 1590
0 โ€“ 2
Winner: Take Flyte
Take Flyte
Take Flyte
US
Elo 1498
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF CORRECT
Aether 41.8% 58.2% Take Flyte
Why this prediction?
+100.0 Elo advantage
+84.2 Elo implied probability
+75.5 Elo win probability
โˆ’46.2 Schedule difficulty edge
โˆ’37.7 Avg opponent quality diff
+32.5 Consensus Win Prob Team1
+29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
6 โ€“ 13
5|1vs6|7
Take Flyte
train
3 โ€“ 13
Take Flyte
Match Highlights Demo parsed
Top Performers
Top Fragger
Dropcs
56
kills
ADR 158.6
Top Assist
Dropcs
21
assists
1 flash
Best ADR
Dropcs
158.6
avg dmg/rd
56K 29D
Best KAST
Dropcs
94.3%
KAST
56K 29D
Most HS
2Panic
31
headshots
57% HS rate
Best K/D
Dropcs
1.93
K/D ratio
56K 29D
de_ancient
ancient
6 โ€“ 13
Take Flyte WON
Round Timeline
CT win T win
HT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
2Panic
 35 21 9 1.67 57% 132.1 89.5% 1.0
crisp.killa
 28 14 9 2.00 36% 99.5 89.5% 0.87
Dropcs
 28 16 8 1.75 46% 143.7 89.5% 0.92
huncho
 27 18 7 1.50 63% 108.6 84.2% 0.82
louie
 17 23 10 0.74 76% 92.5 68.4% 0.46
CT SIDE
mishaaa
 23 43 3 0.53 61% 92.1 68.4% 0.27
sathseaGOD
 21 19 3 1.11 38% 117.3 78.9% 0.63
umarq99
 16 28 8 0.57 50% 89.8 73.7% 0.33
micro
 16 21 6 0.76 62% 104.8 63.2% 0.46
Seb
 14 22 2 0.64 57% 85.1 78.9% 0.39
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
2Panic
 29 15 6 59% 156.8 91.7% 1.27
crisp.killa
 20 13 8 35% 97.3 83.3% 0.83
Dropcs
 20 13 6 45% 152.5 91.7% 0.95
huncho
 21 15 4 71% 124.6 83.3% 0.91
louie
 12 18 4 67% 76.8 58.3% 0.36
1ST HALF โ€” CT SIDE
mishaaa
 20 37 3 65% 118.3 75.0% 0.29
sathseaGOD
 17 13 3 29% 147.7 83.3% 0.79
umarq99
 16 21 6 50% 133.0 75.0% 0.54
micro
 12 14 6 58% 121.3 83.3% 0.58
Seb
 7 15 0 57% 57.5 75.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
2Panic
 6 6 3 50% 89.6 85.7% 0.55
crisp.killa
 8 1 1 38% 103.1 100.0% 0.93
Dropcs
 8 3 2 50% 128.6 85.7% 0.87
huncho
 6 3 3 33% 81.1 85.7% 0.64
louie
 5 5 6 100% 119.4 85.7% 0.65
2ND HALF โ€” T SIDE
mishaaa
 3 6 0 33% 47.1 57.1% 0.2
sathseaGOD
 4 6 0 75% 65.1 71.4% 0.39
umarq99
 0 7 2 0% 15.7 71.4% -0.1
micro
 4 7 0 75% 76.4 28.6% 0.26
Seb
 7 7 2 57% 132.4 85.7% 0.65
Highlights available for subscribers Sign in
de_train
train
3 โ€“ 13
Take Flyte WON
Round Timeline
CT win T win
HT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
micro
 23 23 2 1.00 78% 117.6 75.0% 0.7
Seb
 19 17 1 1.12 74% 120.5 81.2% 0.71
mishaaa
 14 25 4 0.56 64% 74.2 68.8% 0.3
sathseaGOD
 8 15 4 0.53 38% 59.8 56.2% 0.23
umarq99
 8 23 5 0.35 75% 63.4 62.5% 0.16
CT SIDE
Dropcs
 28 13 13 2.15 54% 176.2 100.0% 1.14
crisp.killa
 27 18 7 1.50 33% 126.4 75.0% 0.85
2Panic
 19 12 5 1.58 58% 96.4 93.8% 0.78
louie
 19 12 6 1.58 53% 101.3 87.5% 0.76
huncho
 10 17 5 0.59 60% 75.4 81.2% 0.37
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
micro
 22 19 2 77% 145.9 75.0% 0.87
Seb
 16 13 1 75% 123.5 83.3% 0.78
mishaaa
 13 21 3 69% 84.2 75.0% 0.38
sathseaGOD
 7 11 4 43% 70.1 66.7% 0.32
umarq99
 6 19 5 83% 60.6 58.3% 0.11
1ST HALF โ€” CT SIDE
Dropcs
 21 12 10 52% 163.3 100.0% 1.06
crisp.killa
 21 17 4 24% 108.7 66.7% 0.73
2Panic
 18 11 5 56% 120.1 91.7% 0.89
louie
 16 10 5 50% 116.6 83.3% 0.81
huncho
 7 14 4 57% 76.6 75.0% 0.3
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
micro
 1 4 0 100% 32.5 75.0% 0.2
Seb
 3 4 0 67% 111.5 75.0% 0.49
mishaaa
 1 4 1 0% 44.5 50.0% 0.0
sathseaGOD
 1 4 0 0% 28.8 25.0% -0.08
umarq99
 2 4 0 50% 72.0 75.0% 0.3
2ND HALF โ€” T SIDE
Dropcs
 7 1 3 57% 215.0 100.0% 1.37
crisp.killa
 6 1 3 67% 179.5 100.0% 1.22
2Panic
 1 1 0 100% 25.2 100.0% 0.48
louie
 3 2 1 67% 55.5 100.0% 0.62
huncho
 3 3 1 67% 71.8 100.0% 0.57
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ Dropcs t1
56 29 21 1.93 50% 158.6 94.3% 35
crisp.killa t1
55 32 16 1.72 35% 111.8 82.9% 35
2Panic t1
54 33 14 1.64 57% 115.7 91.4% 35
micro t2
39 44 8 0.89 72% 110.6 68.6% 35
huncho t1
37 35 12 1.06 62% 93.4 82.9% 35
mishaaa t2
37 68 7 0.54 62% 83.9 68.6% 35
louie t1
36 35 16 1.03 64% 96.5 77.1% 35
Seb t2
33 39 3 0.85 67% 101.3 80.0% 35
sathseaGOD t2
29 34 7 0.85 38% 91.0 68.6% 35
umarq99 t2
24 51 13 0.47 58% 77.7 68.6% 35
Player Awards
🔫
Top Fragger
Dropcs
56 kills
🎯
Headshot Machine
Dropcs
50% HS
56K
Per-Map Player Stats per map ยท sorted by kills
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
2Panic
35 21 9 1.67 57% 132.1 89.5% 1.0
crisp.killa
28 14 9 2.00 36% 99.5 89.5% 0.87
Dropcs
28 16 8 1.75 46% 143.7 89.5% 0.92
huncho
27 18 7 1.50 63% 108.6 84.2% 0.82
louie
17 23 10 0.74 76% 92.5 68.4% 0.46
mishaaa
23 43 3 0.53 61% 92.1 68.4% 0.27
sathseaGOD
21 19 3 1.11 38% 117.3 78.9% 0.63
umarq99
16 28 8 0.57 50% 89.8 73.7% 0.33
micro
16 21 6 0.76 62% 104.8 63.2% 0.46
Seb
14 22 2 0.64 57% 85.1 78.9% 0.39
de_train train 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
micro
23 23 2 1.00 78% 117.6 75.0% 0.7
Seb
19 17 1 1.12 74% 120.5 81.2% 0.71
mishaaa
14 25 4 0.56 64% 74.2 68.8% 0.3
sathseaGOD
8 15 4 0.53 38% 59.8 56.2% 0.23
umarq99
8 23 5 0.35 75% 63.4 62.5% 0.16
Dropcs
28 13 13 2.15 54% 176.2 100.0% 1.14
crisp.killa
27 18 7 1.50 33% 126.4 75.0% 0.85
2Panic
19 12 5 1.58 58% 96.4 93.8% 0.78
louie
19 12 6 1.58 53% 101.3 87.5% 0.76
huncho
10 17 5 0.59 60% 75.4 81.2% 0.37
de_ancient ancient 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4300 | CT $3350
Round 3
T $14200 | CT $20100
Round 4
T $24750 | CT $5950
Round 5
T $26900 | CT $3450
Round 6
T $26100 | CT $23450
Round 7
T $21050 | CT $26650
Round 8
T $21400 | CT $6200
Round 9
T $25700 | CT $25550
Round 10
T $22550 | CT $19500
Round 11
T $7050 | CT $29100
Round 12
T $21700 | CT $25800
Round 13
T $16600 | CT $28500
Round 14
T $4350 | CT $4300
Round 15
T $3400 | CT $22200
HT
Round 16
T $24500 | CT $28300
Round 17
T $19400 | CT $30300
Round 18
T $18800 | CT $30900
Round 19
T $23800 | CT $23950
Round 20
T $18600 | CT $28900
de_train train 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $2900 | CT $4750
Round 3
T $1800 | CT $19500
Round 4
T $21600 | CT $25400
Round 5
T $21350 | CT $30550
Round 6
T $25500 | CT $26500
Round 7
T $22450 | CT $29350
Round 8
T $21000 | CT $30350
Round 9
T $27150 | CT $7650
Round 10
T $19350 | CT $30200
Round 11
T $6900 | CT $25100
Round 12
T $26550 | CT $31450
Round 13
T $20100 | CT $30650
Round 14
T $4350 | CT $4300
Round 15
T $17150 | CT $10350
HT
Round 16
T $19350 | CT $3700
Round 17
T $22150 | CT $26450
Take Flyte Eco Rating: 12.9
Eco rounds
1/3 W (33%)
Force buy
1/2 W (50%)
Full buy
10 rounds
Avg Equip
$21016
Util Dmg
0.00
0.0/rd
Opening K
8
53%/rd
Trade Kill Rate 47%
Headshot% 46%
2K
2
3K
3
4K
0
5K
9
Aether Eco Rating: 10.3
Eco rounds
1/3 W (33%)
Force buy
0/1 W (0%)
Full buy
3 rounds
Avg Equip
$17478
Util Dmg
0.00
0.0/rd
Opening K
8
114%/rd
Trade Kill Rate 48%
Headshot% 70%
2K
2
3K
2
4K
3
5K
7
CQ Feature Intelligence 534 features
null: 47.8% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs 66.7%
WR 90d
22.2% vs 55.0%
Rating 30d
โ€” vs 1.12
Map Intelligence
CT WR 90d
54.9% vs 47.2%
T WR 90d
48.1% vs 42.6%
Pool Depth
1.0 vs 1.0
Team Dynamics
Days Rest
36.0d vs 24.0d
Roster Stab
โ€” vs โ€”
Synergy
โ€” vs 0.69
Elo ฮ” +64
Elo Win% 59.1%
Take Flyte Eco Rating: 12.9
Economy Mastery
Eco Win%
33%
Force Win%
50%
Kill Quality
Headshot%
46%
Trade Rate
47%
Opening K/Rd
53%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
2
3K
3
4K
0
5K
9
Multi-Kill Score: 44
Aether Eco Rating: 10.3
Economy Mastery
Eco Win%
33%
Force Win%
0%
Kill Quality
Headshot%
70%
Trade Rate
48%
Opening K/Rd
114%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
2
3K
2
4K
3
5K
7
Multi-Kill Score: 43
Quantum Locked

Quantum signals require Uranium-tier data: <10% null features.

Current: 47.8% null Target: <10%
More features will unlock as demo parsing progresses
Aether
0 โ€“ 1
Take Flyte
Recent Meetings
Aether 0 โ€“ 2 Take Flyte Dec 2025
Player Performance
DEMO PARSED sorted by Impact
Impact = KPRร—0.45 โˆ’ DPRร—0.30 + KASTร—0.25 + HS%ร—0.15 + ADR/100ร—0.15  |  KAST = Kill/Assist/Survived/Traded per round  |  Source: awpy + demoparser2
de_ancient ancient 20 rounds
โ–  CT Win โ–  T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $4300 | CT $3350
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $14200 | CT $20100
T buy: half_buy CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $24750 | CT $5950
T buy: full_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $26900 | CT $3450
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $26100 | CT $23450
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $21050 | CT $26650
T buy: half_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $21400 | CT $6200
T buy: half_buy CT buy: force_buy Bomb planted
Round 9 9 โ€” 1st half
T $25700 | CT $25550
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $22550 | CT $19500
T buy: full_buy CT buy: half_buy Bomb planted
Round 11 11 โ€” 1st half
T $7050 | CT $29100
T buy: force_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $21700 | CT $25800
T buy: half_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $16600 | CT $28500
T buy: half_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4350 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $3400 | CT $22200
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $24500 | CT $28300
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $19400 | CT $30300
T buy: half_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $18800 | CT $30900
T buy: half_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $23800 | CT $23950
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $18600 | CT $28900
T buy: half_buy CT buy: full_buy
de_train train 17 rounds
โ–  CT Win โ–  T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $2900 | CT $4750
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1800 | CT $19500
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $21600 | CT $25400
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $21350 | CT $30550
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25500 | CT $26500
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $22450 | CT $29350
T buy: half_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $21000 | CT $30350
T buy: half_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27150 | CT $7650
T buy: full_buy CT buy: force_buy
Round 10 10 โ€” 1st half
T $19350 | CT $30200
T buy: half_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $6900 | CT $25100
T buy: force_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $26550 | CT $31450
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $20100 | CT $30650
T buy: half_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4350 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $17150 | CT $10350
T buy: half_buy CT buy: force_buy
HT
Round 16 16 โ€” 2nd half
T $19350 | CT $3700
T buy: half_buy CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $22150 | CT $26450
T buy: half_buy CT buy: full_buy Bomb planted